Module 05 · Skin Conditions and Treatments
Course Project课程项目
First Topic Choice 第一个主题选择
The course project is** compulsory**. For your course project, you will either report on your experience using an AI application or report on examples of hyper-personalized cosmetics you found. We curated these two topics to choose from—topics we touched on but deserve more time since they are pushing the boundaries of what is possible in cosmetics science right now. You are required to discuss at least one of these topics.
课程项目是强制性的。在你的课程项目中，你将选择报告使用人工智能应用程序的经验，或者报告你发现的超个性化化妆品的案例。我们精心策划了这两个主题供你选择——这些是我们涉及过但值得更多时间探讨的主题，因为它们正在推动化妆品科学目前可能的边界。你必须讨论其中至少一个主题。
- The** first topic choice** is from Module 1: The Rise of Technology in Cosmetics.
第一个主题选择来自模块 1：化妆品中的技术崛起。
Your task: Search for and experiment with an AI cosmetics application of your choice. Evaluate its promise (possible benefits) and challenges for cosmetics consumers. Choose one from the following list:
你的任务：搜索并尝试你选择的人工智能化妆品应用程序。评估其对化妆品消费者的承诺（可能的益处）和挑战。从以下列表中选择一个：
- YouCam Makeup* *
- This app is highly rated and offers in-depth skin analysis. It helps users analyze their skin condition and provides personalized skincare recommendations.
这款应用程序备受好评，并提供深入的皮肤分析。它帮助用户分析皮肤状况，并提供个性化的护肤建议。
- This app is highly rated and offers in-depth skin analysis. It helps users analyze their skin condition and provides personalized skincare recommendations.
- Olay Skin Advisor
- This AI tool creates a personalized skincare routine! Just upload a selfie and answer a few questions.
这款人工智能工具可以创建个性化的护肤方案！只需上传一张自拍照并回答几个问题。
- This AI tool creates a personalized skincare routine! Just upload a selfie and answer a few questions.
- Skin Consult AI* *
- Developed by Vichy Laboratoires, this app offers a QR code to scan for quick results. It creates a customized skincare routine based on the detection of fine lines, wrinkles, pores, pigmentation, radiance, under-eye bags, and firmness.
由 Vichy Laboratoires 开发，这款应用程序提供二维码供扫描以快速获取结果。它根据对细纹、皱纹、毛孔、色素沉着、光泽度、眼袋和紧致度的检测，创建个性化的护肤方案。
- Developed by Vichy Laboratoires, this app offers a QR code to scan for quick results. It creates a customized skincare routine based on the detection of fine lines, wrinkles, pores, pigmentation, radiance, under-eye bags, and firmness.
- Cetaphil—Skin AI Analysis
Cetaphil—皮肤 AI 分析- This app assesses your skin through a selfie and provides a tailored skincare solution.
这款应用程序通过自拍评估您的皮肤，并提供定制的护肤解决方案。
- This app assesses your skin through a selfie and provides a tailored skincare solution.
- *My Beauty Matches *
- An AI-powered search algorithm application that guides you to the appropriate product in an online marketplace. The website lists over 400,000 products in skincare, makeup, and body care.
一个由人工智能驱动的搜索算法应用程序，指导您在在线市场中选择合适的产品。该网站列出了超过 40 万种护肤品、化妆品和身体护理产品。
- An AI-powered search algorithm application that guides you to the appropriate product in an online marketplace. The website lists over 400,000 products in skincare, makeup, and body care.
To group your answer, download or copy the following template table to guide you. Use the criteria and the questions in the first two columns to help you reflect on your experience. Note your answers in the third column. Please note that the template table serves only as a guide for your personal use. You will not be expected to upload this document on the Coursera platform.
为了对您的答案进行分组，请下载或复制以下模板表格以供指导。使用前两列的标准和问题来帮助您反思您的体验。请在第三列中记录您的答案。请注意，该模板表格仅作为您个人使用的指南。您不需要在 Coursera 平台上上传此文档。
| Criteria 标准 | Questions to help you explore the criteria 帮助您探索标准的问题 |
Your answer? 您的答案？ |
|---|---|---|
| Personalized recommendations 个性化推荐 |
How effective was the application in offering personalized product recommendations and tailored skincare routines? Did its level of customization surprise or disappoint you? 该应用程序在提供个性化产品推荐和定制护肤方案方面的效果如何？它的定制程度是否让您感到惊讶或失望？ |
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| Virtual try-on and augmented reality 虚拟试穿和增强现实 |
Does it have virtual try-on technology? If so, how effective was it in tracking your face? Was the experience realistic? 它是否具有虚拟试穿技术？如果是，它在追踪您的面部时的效果如何？体验是否真实？ |
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| Privacy and data sharing 隐私和数据共享 | Is it easy to access the terms and conditions of sharing your data? Do you feel you have the option to opt out of any data sharing? 获取数据共享条款是否容易？您是否感觉有选择退出任何数据共享的权利？ |
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| The human touch in recommendations 推荐中的人性化元素 |
To what extent was the AI experience complete? Did you wish you had a human expert to help sift through the advice or explain something? AI 体验的完整性如何？你是否希望有人类专家帮助你筛选建议或解释某些内容？ |
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| Ease of use and accessibility 易用性和可访问性 |
How easy was it to use and navigate in general? Do you think someone with a disability challenge can use the app to the same degree? Did you notice any bias? Are some skin types excluded, for example? 总的来说，使用和导航有多容易？你认为有残疾挑战的人能否同样程度地使用该应用程序？你是否注意到任何偏见？例如，某些皮肤类型是否被排除在外？ |
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| Suggestions for improvement 改进建议 |
How could the owner of the app make it more credible and useful? Is there something you wish it could do for you? 该应用的所有者如何使其更具可信度和实用性？您希望它能为您做些什么？ |
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| (Any other criteria?) （还有其他标准吗？） | Is there something more about the app you’d like to report? 您还想就该应用报告些什么吗？ |
Download Course Project Template Topic 1
下载课程项目模板主题 1
📄 Course Project Template Topic 1.pdf
An additional resource that could provide you with some specific examples of AI applications in cosmetics, is “How AI Transforms the Beauty Industry - From Skincare to Makeup” (Conversations With AI, 2023).
另一个可以为您提供一些具体 AI 在化妆品应用实例的资源是《AI 如何改变美容产业——从护肤品到化妆品》（AI 对话，2023 年）。
When you are ready and have completed the task, answer “yes” in the following quiz question.
当您准备好并完成任务后，在以下测验题中回答“是”。
Second Topic Choice 第二个主题选择
The second topic choice relates to the Module 1 section “Customization and Personalization” as a cosmetics trend.
第二个主题选择与模块 1 中的“定制化和个性化”部分作为化妆品趋势相关。
For this task, you will do some research to find examples of hyper-personalized cosmetics. In addition to listing these examples, invent a fictitious “hyper” personalized trend for the future.
为此任务，你需要进行一些研究，寻找超个性化化妆品的例子。除了列出这些例子外，还要虚构一个未来的“超”个性化趋势。
Your task: Read through the following sources and collate five to seven real-world examples of hyper-personalized cosmetics.
你的任务：阅读以下资料，整理五个到七个现实中的超个性化化妆品例子。
To group your answer, download or copy the following template table to guide you. Use the criteria and the questions in the first two columns to help you reflect on your experience. Note your answers in the second and third columns.
为了组织你的答案，请下载或复制以下模板表格以供指导。使用前两列的标准和问题来帮助你反思你的经验。在第二列和第三列中记录你的答案。
| Source 源码 | Examples of “active” or hyper-personalized cosmetics “主动”或高度个性化化妆品的例子 |
Your wishlist for future hyper-personalized cosmetics 您未来高度个性化化妆品的愿望清单 |
|---|---|---|
| Hyper personalisation: The future of beauty big and small (Kerry, 2022) 高度个性化：美丽大小未来的趋势（Kerry，2022 年） |
(Your example) （您的例子） | (What would you like to see in future versions of these hyper-personalization examples in a year or two’s time? Can you think of some challenges for future personalization, such as cost and regulatory considerations?) （一年或两年后，您希望在这些人脸定制示例的未来版本中看到什么？您能想到未来定制的挑战吗，例如成本和监管考虑？） |
| Cosmetics industry undergoes “paradigm shift” through hyper-personalization (Ferrer, n.d.) 化妆品行业通过人脸定制经历“范式转变”（Ferrer，无日期） |
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| The future is personal – personalization in beauty (Kolesov, 2022) 未来是私人的——美容中的定制（Kolesov，2022 年） |
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| “Unlocking your unique beauty: The power of hyper-personalization in beauty brands” (Kumar, 2023) “解锁您的独特之美：美容品牌中人脸定制的力量”（Kumar，2023 年） |
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| Keeping cosmetics in check: Let's get personal. How personalized can cosmetics really get? (Laden, 2022) 规范化妆品使用：让我们个性化。化妆品真的能多个性化？（Laden，2022） |
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| AI and big data lead hyper-personalized beauty market boom (Arirang News, 2022) 人工智能和大数据引领超个性化美容市场繁荣（Arirang News，2022） |
Download Course Project Template Topic 2
下载课程项目模板主题 2
📄 Course Project Template Topic 2.pdf
When you are ready and have completed the task, answer “Yes, I completed Topic 1” in the following quiz question. You do not need to upload your answers. When you select "Yes", the platform will provide you with feedback.
准备好并完成任务后，请在以下测验题中回答“是的，我完成了主题 1”。您无需上传答案。当您选择“是的”时，平台将为您提供反馈。
